To apply this method on very large networks (web pages, social networks), faster optimisation algorithms are required. Ideally, like the Louvain and Leiden methods [1]}, [2]}, these would not require the number of blocks \(N_B\)  to be specified in advance, allowing a completely blind approach. Nevertheless, this paper already demonstrates the utility of block modularity as a new and useful tool for the analysis of complex networks.
